Package: RiemBase 0.2.6
Kisung You
RiemBase: Functions and C++ Header Files for Computation on Manifolds
We provide a number of algorithms to estimate fundamental statistics including Fréchet mean and geometric median for manifold-valued data. Also, C++ header files are contained that implement elementary operations on manifolds such as Sphere, Grassmann, and others. See Bhattacharya and Bhattacharya (2012) <doi:10.1017/CBO9781139094764> if you are interested in statistics on manifolds, and Absil et al (2007, ISBN:9780691132983) on computational aspects of optimization on matrix manifolds.
Authors:
RiemBase_0.2.6.tar.gz
RiemBase_0.2.6.tar.gz(r-4.7-arm64)RiemBase_0.2.6.tar.gz(r-4.7-x86_64)RiemBase_0.2.6.tar.gz(r-4.6-arm64)RiemBase_0.2.6.tar.gz(r-4.6-x86_64)
RiemBase_0.2.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RiemBase/json (API)
NEWS
| # Install 'RiemBase' in R: |
| install.packages('RiemBase', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kisungyou/riembase/issues
Last updated from:f168689793. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 123 | ||
| linux-devel-x86_64 | OK | 117 | ||
| source / vignettes | OK | 191 | ||
| linux-release-arm64 | OK | 116 | ||
| linux-release-x86_64 | OK | 139 | ||
| wasm-release | OK | 105 |
Exports:rbase.curvedistrbase.meanrbase.medianrbase.pdistrbase.pdist2rbase.robustriemfactory
Dependencies:pracmarbibutilsRcppRcppArmadilloRdpack
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Distance between Two Curves with Finite Difference Approximation | rbase.curvedist |
| Fréchet Mean of Manifold-valued Data | rbase.mean |
| Geometric Median of Manifold-valued Data | rbase.median |
| Pairwise Geodesic Distances of a Data Set | rbase.pdist |
| Pairwise Geodesic Distances Between Two Sets of Data | rbase.pdist2 |
| Robust Fréchet Mean of Manifold-valued Data | rbase.robust |
| Prepare a S3 Class Object 'riemdata' | riemfactory |
